ModelQualityBaselineConfigProperty Struct
Configuration for monitoring constraints and monitoring statistics.
These baseline resources are compared against the results of the current job from the series of jobs scheduled to collect data periodically.
Example
ts
// The code below shows an example of how to instantiate this type.
// The values are placeholders you should change.
import { aws_sagemaker as sagemaker } from 'aws-cdk-lib';
const modelQualityBaselineConfigProperty: sagemaker.CfnModelQualityJobDefinition.ModelQualityBaselineConfigProperty = {
baseliningJobName: 'baseliningJobName',
constraintsResource: {
s3Uri: 's3Uri',
},
};
python
# The code below shows an example of how to instantiate this type.
# The values are placeholders you should change.
from aws_cdk import aws_sagemaker as sagemaker
model_quality_baseline_config_property = sagemaker.CfnModelQualityJobDefinition.ModelQualityBaselineConfigProperty(
baselining_job_name="baseliningJobName",
constraints_resource=sagemaker.CfnModelQualityJobDefinition.ConstraintsResourceProperty(
s3_uri="s3Uri"
)
)
java
// The code below shows an example of how to instantiate this type.
// The values are placeholders you should change.
import software.amazon.awscdk.services.sagemaker.*;
ModelQualityBaselineConfigProperty modelQualityBaselineConfigProperty = ModelQualityBaselineConfigProperty.builder()
.baseliningJobName("baseliningJobName")
.constraintsResource(ConstraintsResourceProperty.builder()
.s3Uri("s3Uri")
.build())
.build();
csharp
// Install: dotnet add package Amazon.CDK.Lib
// The code below shows an example of how to instantiate this type.
// The values are placeholders you should change.
using Amazon.CDK.AWS.Sagemaker;
var modelQualityBaselineConfigProperty = new ModelQualityBaselineConfigProperty {
BaseliningJobName = "baseliningJobName",
ConstraintsResource = new ConstraintsResourceProperty {
S3Uri = "s3Uri"
}
};
go
// Install: go get github.com/aws/aws-cdk-go/awscdk/v2
// The code below shows an example of how to instantiate this type.
// The values are placeholders you should change.
import "github.com/aws/aws-cdk-go/awscdk"
modelQualityBaselineConfigProperty := &ModelQualityBaselineConfigProperty{
BaseliningJobName: jsii.String("baseliningJobName"),
ConstraintsResource: &ConstraintsResourceProperty{
S3Uri: jsii.String("s3Uri"),
},
}
Properties
baseliningJobNameoptionalstringbaselining_job_nameoptionalstrbaseliningJobNameoptionalStringBaseliningJobNameoptionalstringBaseliningJobNameoptional*string#The name of the job that performs baselining for the monitoring job.
constraintsResourceoptionalIResolvable | CfnModelQualityJobDefinition.ConstraintsResourcePropertyconstraints_resourceoptionaltyping.Union[IResolvable, ConstraintsResourceProperty]constraintsResourceoptionalIResolvableConstraintsResourceoptionalIResolvableConstraintsResourceoptionalinterface{}#The constraints resource for a monitoring job.